1 files changed, 27 insertions, 0 deletions
diff --git a/config/time_mlp_1.py b/config/time_mlp_1.py
new file mode 100644
index 0000000..4c2bffb
--- /dev/null
+++ b/config/time_mlp_1.py
@@ -0,0 +1,27 @@
+from blocks.initialization import IsotropicGaussian, Constant
+
+import data
+from model.time_mlp import Model, Stream
+
+
+n_begin_end_pts = 5     # how many points we consider at the beginning and end of the known trajectory
+
+dim_embeddings = [
+]
+
+dim_input = n_begin_end_pts * 2 * 2 + sum(x for (_, _, x) in dim_embeddings)
+dim_hidden = [200]
+dim_output = 1
+
+embed_weights_init = IsotropicGaussian(0.001)
+mlp_weights_init = IsotropicGaussian(0.01)
+mlp_biases_init = Constant(0.001)
+
+exp_base = 1.5
+
+learning_rate = 0.00001
+momentum = 0.99
+batch_size = 32
+
+valid_set = 'cuts/test_times_0'
+max_splits = 100